/Undergrad-DeepLearning-20Fall

Deep learning course at Hallym University

Primary LanguageJupyter Notebook

Undergrad-DeepLearning-20Fall

Deep learning course at Hallym University

Python 기초

  • Python 기초
  • Numpy 활용

ML 기초

  • Linear regression 의 개념 및 구현
  • Perceptron 이해 및 Multi-layer Perceptron
  • 활성화 함수 (Activation function)
  • Numerically stable softmax

Neural Network

  • Forward 연산 (3층 신경망)
  • 수치적 Gradient 구하기 (1D/2D)
  • Gradient Descent Algorithm